From Tensor Network Quantum States to Tensorial Recurrent Neural Networks

Dian Wu, Riccardo Rossi, Filippo Vicentini +1

We show that any matrix product state (MPS) can be exactly represented by a recurrent neural network (RNN) with a linear memory update. We generalize this RNN architecture to 2D la…